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a1a5adc9
编写于
12月 09, 2019
作者:
H
Huihuang Zheng
提交者:
GitHub
12月 09, 2019
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Refine English Doc of cond API (#21609)
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python/paddle/fluid/layers/control_flow.py
python/paddle/fluid/layers/control_flow.py
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python/paddle/fluid/layers/control_flow.py
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@@ -1851,24 +1851,45 @@ def cond(pred, true_fn=None, false_fn=None, name=None):
list of tensors.
Note:
The tuples or lists in ``true_fn`` and ``false_fn`` must have same
shape because of dataflow model of PaddlePaddle while the tensors in the
tuples or the lists can have different shapes.
1. The tuples or lists returned by ``true_fn`` and ``false_fn`` must have
the same shape because of dataflow model of PaddlePaddle while the
tensors in the tuples or the lists can have different shapes.
2. Any tensors or operations created outside of ``true_fn`` and
``false_fn`` will be executed regardless of which branch is selected at
runtime. This has frequently surprised users who expected a lazy
semantics. For example:
.. code-block:: python
import paddle.fluid as fluid
a = fluid.data(name='a', shape=[-1, 1], dtype='float32')
b = fluid.data(name='b', shape=[-1, 1], dtype='float32')
c = a * b
out = fluid.layers.cond(a < b, lambda: a + c, lambda: b * b)
No matter whether ``a < b`` , ``c = a * b`` will run.
Args:
pred(Variable): A boolean tensor whose numel should be 1. The boolean
value determines whether to return the result of ``true_fn`` or
``false_fn``
true_fn(callable): A callable to be performed if ``pred`` is true
false_fn(callable): A callable to be performed if ``pred`` is false
name(str, optional): The default value is ``None``. Normally users
``false_fn`` .
true_fn(callable, optional): A callable to be performed if ``pred`` is
true. The default value is ``None`` .
false_fn(callable, optional): A callable to be performed if ``pred`` is
false. The default value is ``None`` .
name(str, optional): The default value is ``None`` . Normally users
don't have to set this parameter. For more information, please
refer to :ref:`api_guide_Name`.
refer to :ref:`api_guide_Name` .
Returns:
Variable|list(Variable)|tuple(Variable): returns ``true_fn()`` if the
predicate ``pred`` is true else ``false_fn()`` .
Raises:
TypeError: if ``true_fn`` or ``false_fn`` is not callable.
ValueError: if ``true_fn`` and ``false_fn`` do
esn't return the same
nest
structure of tensors.
ValueError: if ``true_fn`` and ``false_fn`` do
n't return the same nest
structure of tensors.
Examples:
.. code-block:: python
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